I am assuming that the stone walls in the picture are not neolithic, but later. Am I wrong?
:^) Ya build with what ya have. Post-Roman construction in Britain was wattle-and-daub walls and thatch roofs, that may have been in introduction by the Anglo-Saxons, but was likely commonplace for a really, really long time, and not just in the British Isles. When your house gets burned down a few times, and/or you have some cold winters, stone looks like a better idea. Also, the remains of mud huts tend to be a bit ephemeral -- more of them at the time, but the remains are more fragile as well as easily missed.
They didn't have nice big rot resistant chestnut trees to build with as they did in the US.